Uncertainty-Aware Ideal Point Estimation via Variational EM

Kwangok Seo, Youngjo Lee, Jong Hee Park +2

Roll-call data analysis aims to estimate legislators' ideal points and quantify the associated uncertainty. Existing approaches either rely on Bayesian methods implemented via Mark…